AI model or service
Model Context Protocol agent skills, page 2
Model Context Protocol skills, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 49 | Environment-level Dataverse administration — bulk delete, retention/archival, organization settings, OrgDB settings, recycle bin, audit, and the 37 allowlisted PPAC toggles. | microsoft/ | 241 | — | ~5.1k | Automated safety check: Pass | MIT | yesterday |
| 50 | Wires up an Airbyte connector for use in a PydanticAI, Claude SDK, or other agent. | airbytehq/ | 135 | — | ~1.7k | Automated safety check: Notes | Unknown | yesterday |
| 51 | Adds logging to fp-go functional pipelines with Tap operators, entry and exit logs and error context, so that logging never changes the value or error flowing through. | IBM/ | 2k | — | ~3.7k | Automated safety check: Pass | Apache-2.0 | today |
| 52 | Migrate Python Google Agent Development Kit (ADK) applications to Pydantic AI. | pydantic/ | 20k | — | ~1.6k | Automated safety check: Pass | MIT | today |
| 53 | Advisory guidance for Amazon EKS architecture and configuration decisions — compute strategy, networking, security, reliability, cost, autoscaling, observability, multi-tenancy, and upgrade planning. | aws-samples/ | 113 | — | ~5k | Automated safety check: Pass | MIT-0 | today |
| 54 | Create a new CLI agent provider for CAO (CLI Agent Orchestrator). | awslabs/ | 1.4k | — | ~2.3k | Automated safety check: Pass | Apache-2.0 | today |
| 55 | Create, extend, package, and troubleshoot Codex and ChatGPT plugins using OpenAI MCP Extensions. | callstackincubator/ | 138 | — | ~1.9k | Automated safety check: Pass | No licence | today |
| 56 | Generate, build, and test Azure SDKs locally from TypeSpec with automatic customization. | Azure/ | 121 | — | ~1.5k | Automated safety check: Pass | MIT | 4 mo ago |
| 57 | Azure Storage Services including Blob Storage, File Shares, Queue Storage, Table Storage, and Data Lake. | microsoft/ | 255 | 2 repos | ~1.3k | Automated safety check: Pass | MIT | today |
| 58 | Audit MCP servers for protocol compliance, metadata drift, and compatibility regressions. | getsentry/ | 917 | — | ~1.5k | Automated safety check: Pass | Unknown | today |
| 59 | Generate read-only MongoDB queries (find) or aggregation pipelines using natural language, with collection schema context and sample documents. | mongodb/ | 190 | 1 repo | ~2.4k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 60 | A skill your agent uses when a developer wants to build a new healthcare or life sciences agent, structure tools and system prompts for an HCLS workflow, or create a Strands agent with… | aws-samples/ | 274 | — | ~885 | Automated safety check: Pass | MIT-0 | 5 days ago |
| 61 | Query and analyze Logfire telemetry data — traces, logs, spans, metrics, summaries, and SQL results. | pydantic/ | 140 | — | ~2.2k | Automated safety check: Pass | MIT | 6 days ago |
| 62 | Record-level CRUD and bulk operations — create, update, delete, upsert, CSV import, multi-table foreign-key loads, AI-generated sample data. | microsoft/ | 241 | — | ~4.8k | Automated safety check: Notes | MIT | yesterday |
| 63 | Builds a tailored sales or customer success deck from approved CRM context and generates it in Gamma through Zapier MCP for calls like QBRs or renewals. | zapier/ | 342 | — | ~1.1k | Automated safety check: Pass | MIT | 2 mo ago |
| 64 | Analyze and resolve APIView review feedback on Azure SDK PRs. | Azure/ | 134 | — | ~547 | Automated safety check: Pass | MIT | today |
| 65 | Configures and queries the fp-go MCP server so Claude Code, Claude Desktop or another MCP client can search fp-go's examples and skills directly. | IBM/ | 2k | — | ~3.3k | Automated safety check: Pass | Apache-2.0 | today |
| 66 | Use the PlanetScale CLI (pscale) from automated agents with --format json, auth check, pscale sql, and per-command --force. | planetscale/ | 132 | — | ~880 | Automated safety check: Pass | MIT | 4 days ago |
| 67 | Guides building an MCP app: an MCP server that also serves interactive UI widgets such as forms, pickers and confirm dialogs, rendered inline in chat hosts like Claude and ChatGPT. | anthropics/ | 37k | — | ~4.7k | Automated safety check: Pass | Apache-2.0 | today |
| 68 | Explore what Zapier MCP can do for the user — interview them about their role and the apps they live in, suggest specific use cases as on-demand prompts, then walk them through enabling the actions… | zapier/ | 428 | — | ~4k | Automated safety check: Pass | MIT | 2 mo ago |
| 69 | Comprehensive tier assessment for an MCP SDK repository against SEP-1730. | modelcontextprotocol/ | 129 | — | ~4.4k | Automated safety check: Pass | Unknown | 2 days ago |
| 70 | Guides designing and building an official Apify integration for a company's product: workflow-automation apps, AI agent plugins, AI framework packages or direct API clients. | apify/ | 2.4k | — | ~3.1k | Automated safety check: Pass | No licence | today |
| 71 | Walks you through creating, running and reading waza evals for an agent skill, then proposes concrete fixes when tasks fail or the score is low. | microsoft/ | 1.4k | — | ~1.3k | Automated safety check: Pass | MIT | yesterday |
| 72 | Create and manage release plan work items for Azure SDK releases across languages. | Azure/ | 121 | — | ~733 | Automated safety check: Pass | MIT | 4 mo ago |
| 73 | Submit feedback on an Expo skill—or Expo itself—and control bundled anonymous usage telemetry (off by default / opt-in). | expo/ | 2.7k | — | ~1.3k | Automated safety check: Pass | MIT | today |
| 74 | Reference for Mistral Vibe, the CLI agent it runs inside: config files, env vars, agents, skills, tools, hooks and MCP servers, so the agent can explain and troubleshoot its own setup. | mistralai/ | 5.1k | — | ~14k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 75 | A skill your agent uses when a developer wants to deploy an HCLS agent to Amazon Bedrock AgentCore, configure Gateway tools as MCP endpoints, set up authentication with Cognito, configure memory, or… | aws-samples/ | 274 | — | ~813 | Automated safety check: Pass | MIT-0 | 5 days ago |
| 76 | Inspect and profile the React component tree of a running Storybook story through chrome-devtools-mcp (React DevTools over the Chrome DevTools Protocol, via react-devtools-cdt-mcp). | sanity-io/ | 176 | — | ~2k | Automated safety check: Pass | MIT | today |
| 77 | Bulk reads, multi-page iteration, and analytics over Dataverse data. | microsoft/ | 241 | — | ~4.5k | Automated safety check: Notes | MIT | yesterday |
| 78 | Find and select the best installed CAO agent profile for a task before delegating with assign or handoff. | awslabs/ | 1.4k | — | ~552 | Automated safety check: Pass | Apache-2.0 | today |
| 79 | Wire an AI agent to live e-commerce product data using Apify's E-commerce Scraping Tool over MCP, either as runtime tool calls or as a scheduled refresh into a vector store. | apify/ | 262 | 1 repo | ~2k | Automated safety check: Pass | Apache-2.0 | 14 days ago |
| 80 | Analyze and resolve APIView review feedback on Azure SDK PRs. | Azure/ | 134 | — | ~833 | Automated safety check: Pass | MIT | today |
| 81 | Build MCP servers for customer care agents following Watson Orchestrate specifications. | IBM/ | 178 | — | ~5.3k | Automated safety check: Pass | MIT | 4 days ago |
| 82 | Bundles a local MCP server together with its runtime into one installable file, so a user doesn't need Node or Python set up themselves. | anthropics/ | 37k | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | today |
| 83 | Onboard a new user to Zapier MCP — introduce what it can do, walk through authentication, and route into the right flow based on the state of their setup. | zapier/ | 428 | — | ~2.8k | Automated safety check: Pass | MIT | 2 mo ago |
| 84 | Install, configure, authenticate, and troubleshoot MCP (Model Context Protocol) servers for this agent. | PostHog/ | 179 | — | ~1.9k | Automated safety check: Pass | MIT | 2 mo ago |
| 85 | End-to-end autopilot: inventory, generate, and submit WDK DDI API reference docs from a CSV file with no user interaction. | MicrosoftDocs/ | 316 | — | ~9.7k | Automated safety check: Pass | CC-BY-4.0 | 2 mo ago |
| 86 | Diagnoses why the Claude in Chrome MCP tools report the browser extension as not connected, with macOS-specific checks and a fix for the Claude.app native host conflict. | trailofbits/ | 7.4k | 3 repos | ~2.6k | Automated safety check: Pass | CC-BY-SA-4.0 | 5 days ago |
| 87 | Expert guidance for working with Dagster and the dg CLI. An agent skill from dagster-io/skills. | dagster-io/ | 210 | — | ~2k | Automated safety check: Pass | Apache-2.0 | today |
| 88 | Drive the PostHog wizard headlessly against a throwaway app through wizard-ci MCP tools, inspect decisions, and capture the real TUI. | PostHog/ | 197 | — | ~2.2k | Automated safety check: Pass | MIT | today |
| 89 | Diagnose MSBuild build performance bottlenecks using binary log analysis. | microsoft/ | 1k | 2 repos | ~2.6k | Automated safety check: Pass | MIT | today |
| 90 | Build MCP servers for Copilot Chat using the OpenAI Apps SDK or MCP Apps SDK widget rendering support (any language). | microsoft/ | 1k | — | ~6.1k | Automated safety check: Notes | Unknown | today |
| 91 | X++ code development lifecycle for Finance and Operations — scaffold models, author classes, custom services/APIs, and data entities, install matching SDKs, compile deployable packages, deploy… | microsoft/ | 241 | — | ~3.8k | Automated safety check: Pass | MIT | yesterday |
| 92 | Reverse-engineer a live Azure scope (resource group or filtered subscription) into a professional Draw.io architecture diagram following established AzVerify conventions. | Azure/ | 101 | — | ~5.7k | Automated safety check: Pass | MIT | 1 mo ago |
| 93 | Scaffold a sep-NNNN.yaml requirement-traceability file for the MCP conformance repo from a SEP PR's spec diff. | modelcontextprotocol/ | 129 | — | ~2.6k | Automated safety check: Pass | Unknown | 2 days ago |
| 94 | Contribute changes to the CAO (CLI Agent Orchestrator) codebase — the local dev loop, the CI gate map, and the pre-PR checklist. | awslabs/ | 1.4k | — | ~4k | Automated safety check: Pass | Apache-2.0 | today |
| 95 | Deploy test resources and run Azure SDK tests in live, record, or playback mode. | Azure/ | 134 | — | ~1.5k | Automated safety check: Notes | MIT | today |
| 96 | Explore, create, and troubleshoot Oracle Cloud Infrastructure Internet of Things Platform resources, including domains, digital twin models, adapters, instances, relationships, and device publish… | oracle/ | 872 | — | ~1.5k | Automated safety check: Pass | UPL-1.0 | yesterday |